TY - JOUR
T1 - Analysis of scientific production based on trending research topics. An Artificial Intelligence case study
AU - Bobadilla, Jesús
AU - Gutiérrez, Abraham
AU - Patricio, Miguel Ángel
AU - Bojorque, Rodolfo Xavier
PY - 2019/1/1
Y1 - 2019/1/1
N2 - Scientific documentation research leads to the computation of large amounts of information from published works of the scientific community. It is necessary to explain these processes and create application frameworks. This paper provides the following: a) An Information System designed to extract scientific information from published papers, b) Accurate explanations of the main processing stages including data mining, natural language processing, and machine learning, and c) Categorized and explained results coming from the Artificial Intelligence case study. The results in this paper include the following: a) Topics and research area rankings and b) Quantity versus quality comparisons of topics and research areas.
AB - Scientific documentation research leads to the computation of large amounts of information from published works of the scientific community. It is necessary to explain these processes and create application frameworks. This paper provides the following: a) An Information System designed to extract scientific information from published papers, b) Accurate explanations of the main processing stages including data mining, natural language processing, and machine learning, and c) Categorized and explained results coming from the Artificial Intelligence case study. The results in this paper include the following: a) Topics and research area rankings and b) Quantity versus quality comparisons of topics and research areas.
KW - Artificial intelligence trends
KW - Data mining
KW - Machine learning
KW - Natural language processing
KW - Research topics
KW - Scientific documentation
KW - Scientific production
KW - Scopus
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85066443431&origin=inward
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85066443431&origin=inward
UR - http://www.mendeley.com/research/analysis-scientific-production-based-trending-research-topics-artificial-intelligence-case-study
U2 - 10.3989/redc.2019.1.1583
DO - 10.3989/redc.2019.1.1583
M3 - Article
SN - 0210-0614
VL - 42
JO - Revista Espanola de Documentacion Cientifica
JF - Revista Espanola de Documentacion Cientifica
IS - 1
M1 - e228
ER -